Distributed-Systems

Diagram of interconnected autonomous agents exchanging messages

Architecting Multi-Agent Workflows with the Swarm Protocol: Orchestration Patterns and Production Implementation

A deep‑dive into Swarm‑based multi‑agent orchestration, covering patterns, architecture, and real‑world implementation tips for engineers.

Diagram of distributed AI agents accessing a shared memory store.

Architecting Autonomous Memory Systems: Distributed AI Agent Orchestration, Patterns, and Production-Ready Workflows

Learn how to design, orchestrate, and operate autonomous memory layers for AI agents in production, using proven architecture patterns and tooling.

Diagram of many requests converging on a single overloaded service.

Mastering the Thundering Herd Problem: Mitigations, Caching Strategies, and Production-Ready Patterns

This post walks engineers through the root causes of the thundering herd problem and shows concrete, production‑ready patterns—especially with Kafka and Redis—to keep latency low and resources stable.

Diagram of a Celery worker pool processing tasks from a message broker.

Architecting Scalable Python Applications: Implementing Celery as a Distributed Task Queue for Production-Ready Pipelines

A step‑by‑step guide to building, scaling, and operating Celery‑powered task queues in Python microservices.

Diagram of distributed nodes reaching agreement over a message bus.

Architecting Asynchronous Consensus Protocols for Multi-Agent Decision Engines: From Theory to Production-Ready Implementations

A practical guide that walks engineers from consensus theory to production‑grade implementations for multi‑agent decision engines.